Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 3456 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 918.1 KiB |
| Average record size in memory | 272.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 4 |
activity has constant value "walk" | Constant |
min_x is highly correlated with max_abs and 8 other fields | High correlation |
min_y is highly correlated with max_y and 2 other fields | High correlation |
min_z is highly correlated with max_x and 15 other fields | High correlation |
max_x is highly correlated with min_z and 17 other fields | High correlation |
max_y is highly correlated with min_y and 2 other fields | High correlation |
max_z is highly correlated with max_abs and 11 other fields | High correlation |
max_abs is highly correlated with min_x and 17 other fields | High correlation |
average_x is highly correlated with max_x and 1 other fields | High correlation |
average_y is highly correlated with min_y and 2 other fields | High correlation |
average_z is highly correlated with median_z | High correlation |
average_abs is highly correlated with min_x and 17 other fields | High correlation |
median_x is highly correlated with max_x and 1 other fields | High correlation |
median_y is highly correlated with min_y and 2 other fields | High correlation |
median_z is highly correlated with average_z | High correlation |
median_abs is highly correlated with min_x and 16 other fields | High correlation |
std_x is highly correlated with min_x and 17 other fields | High correlation |
std_y is highly correlated with min_z and 15 other fields | High correlation |
std_z is highly correlated with min_z and 16 other fields | High correlation |
std_abs is highly correlated with min_x and 17 other fields | High correlation |
var_x is highly correlated with min_x and 17 other fields | High correlation |
var_y is highly correlated with min_z and 15 other fields | High correlation |
var_z is highly correlated with min_z and 16 other fields | High correlation |
var_abs is highly correlated with min_x and 17 other fields | High correlation |
range_x is highly correlated with min_x and 17 other fields | High correlation |
range_y is highly correlated with min_z and 16 other fields | High correlation |
range_z is highly correlated with min_z and 16 other fields | High correlation |
range_abs is highly correlated with min_x and 17 other fields | High correlation |
min_x is highly correlated with max_abs and 10 other fields | High correlation |
min_y is highly correlated with max_x and 3 other fields | High correlation |
min_z is highly correlated with max_x and 16 other fields | High correlation |
max_x is highly correlated with min_y and 15 other fields | High correlation |
max_y is highly correlated with min_y and 2 other fields | High correlation |
max_z is highly correlated with min_z and 14 other fields | High correlation |
max_abs is highly correlated with min_x and 17 other fields | High correlation |
average_x is highly correlated with median_x | High correlation |
average_y is highly correlated with min_y and 2 other fields | High correlation |
average_z is highly correlated with median_z | High correlation |
average_abs is highly correlated with min_x and 17 other fields | High correlation |
median_x is highly correlated with average_x | High correlation |
median_y is highly correlated with min_y and 2 other fields | High correlation |
median_z is highly correlated with average_z | High correlation |
median_abs is highly correlated with min_z and 16 other fields | High correlation |
std_x is highly correlated with min_x and 16 other fields | High correlation |
std_y is highly correlated with min_x and 17 other fields | High correlation |
std_z is highly correlated with min_z and 16 other fields | High correlation |
std_abs is highly correlated with min_x and 17 other fields | High correlation |
var_x is highly correlated with min_x and 16 other fields | High correlation |
var_y is highly correlated with min_x and 16 other fields | High correlation |
var_z is highly correlated with min_z and 12 other fields | High correlation |
var_abs is highly correlated with min_x and 17 other fields | High correlation |
range_x is highly correlated with min_x and 16 other fields | High correlation |
range_y is highly correlated with min_x and 17 other fields | High correlation |
range_z is highly correlated with min_z and 16 other fields | High correlation |
range_abs is highly correlated with min_x and 17 other fields | High correlation |
min_y is highly correlated with max_y and 2 other fields | High correlation |
min_z is highly correlated with max_x and 8 other fields | High correlation |
max_x is highly correlated with min_z and 4 other fields | High correlation |
max_y is highly correlated with min_y and 2 other fields | High correlation |
max_z is highly correlated with std_z and 2 other fields | High correlation |
max_abs is highly correlated with min_z and 13 other fields | High correlation |
average_x is highly correlated with median_x | High correlation |
average_y is highly correlated with min_y and 2 other fields | High correlation |
average_z is highly correlated with median_z | High correlation |
average_abs is highly correlated with max_abs and 10 other fields | High correlation |
median_x is highly correlated with average_x | High correlation |
median_y is highly correlated with min_y and 2 other fields | High correlation |
median_z is highly correlated with average_z | High correlation |
median_abs is highly correlated with average_abs and 4 other fields | High correlation |
std_x is highly correlated with max_abs and 7 other fields | High correlation |
std_y is highly correlated with min_z and 11 other fields | High correlation |
std_z is highly correlated with min_z and 10 other fields | High correlation |
std_abs is highly correlated with max_abs and 13 other fields | High correlation |
var_x is highly correlated with max_abs and 7 other fields | High correlation |
var_y is highly correlated with min_z and 11 other fields | High correlation |
var_z is highly correlated with min_z and 10 other fields | High correlation |
var_abs is highly correlated with max_abs and 13 other fields | High correlation |
range_x is highly correlated with max_abs and 7 other fields | High correlation |
range_y is highly correlated with min_z and 12 other fields | High correlation |
range_z is highly correlated with min_z and 11 other fields | High correlation |
range_abs is highly correlated with min_z and 13 other fields | High correlation |
fatigue status is highly correlated with activity | High correlation |
position is highly correlated with activity | High correlation |
order of time is highly correlated with activity | High correlation |
activity is highly correlated with fatigue status and 2 other fields | High correlation |
df_index is highly correlated with fatigue status and 25 other fields | High correlation |
fatigue status is highly correlated with df_index | High correlation |
subject id is highly correlated with df_index and 14 other fields | High correlation |
position is highly correlated with min_x and 25 other fields | High correlation |
min_x is highly correlated with df_index and 29 other fields | High correlation |
min_y is highly correlated with df_index and 27 other fields | High correlation |
min_z is highly correlated with df_index and 28 other fields | High correlation |
min_abs is highly correlated with position and 26 other fields | High correlation |
max_x is highly correlated with df_index and 28 other fields | High correlation |
max_y is highly correlated with df_index and 29 other fields | High correlation |
max_z is highly correlated with df_index and 29 other fields | High correlation |
max_abs is highly correlated with position and 26 other fields | High correlation |
average_x is highly correlated with df_index and 29 other fields | High correlation |
average_y is highly correlated with df_index and 29 other fields | High correlation |
average_z is highly correlated with df_index and 25 other fields | High correlation |
average_abs is highly correlated with position and 26 other fields | High correlation |
median_x is highly correlated with df_index and 29 other fields | High correlation |
median_y is highly correlated with df_index and 29 other fields | High correlation |
median_z is highly correlated with min_x and 17 other fields | High correlation |
median_abs is highly correlated with df_index and 27 other fields | High correlation |
std_x is highly correlated with df_index and 28 other fields | High correlation |
std_y is highly correlated with df_index and 29 other fields | High correlation |
std_z is highly correlated with df_index and 29 other fields | High correlation |
std_abs is highly correlated with df_index and 28 other fields | High correlation |
var_x is highly correlated with df_index and 28 other fields | High correlation |
var_y is highly correlated with df_index and 28 other fields | High correlation |
var_z is highly correlated with df_index and 28 other fields | High correlation |
var_abs is highly correlated with df_index and 27 other fields | High correlation |
range_x is highly correlated with df_index and 28 other fields | High correlation |
range_y is highly correlated with df_index and 28 other fields | High correlation |
range_z is highly correlated with df_index and 29 other fields | High correlation |
range_abs is highly correlated with df_index and 27 other fields | High correlation |
fatigue status is uniformly distributed | Uniform |
order of time is uniformly distributed | Uniform |
df_index has unique values | Unique |
std_y has unique values | Unique |
std_z has unique values | Unique |
std_abs has unique values | Unique |
var_y has unique values | Unique |
var_z has unique values | Unique |
var_abs has unique values | Unique |
range_z has unique values | Unique |
range_abs has unique values | Unique |
Reproduction
| Analysis started | 2022-05-27 18:11:25.073054 |
|---|---|
| Analysis finished | 2022-05-27 18:13:23.143249 |
| Duration | 1 minute and 58.07 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1808.5 |
| Minimum | 0 |
|---|---|
| Maximum | 3617 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 172.75 |
| Q1 | 863.75 |
| median | 1808.5 |
| Q3 | 2753.25 |
| 95-th percentile | 3444.25 |
| Maximum | 3617 |
| Range | 3617 |
| Interquartile range (IQR) | 1889.5 |
Descriptive statistics
| Standard deviation | 1068.731683 |
|---|---|
| Coefficient of variation (CV) | 0.5909492304 |
| Kurtosis | -1.280404841 |
| Mean | 1808.5 |
| Median Absolute Deviation (MAD) | 945 |
| Skewness | 0 |
| Sum | 6250176 |
| Variance | 1142187.411 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 2470 | 1 | < 0.1% |
| 2459 | 1 | < 0.1% |
| 2460 | 1 | < 0.1% |
| 2461 | 1 | < 0.1% |
| 2462 | 1 | < 0.1% |
| 2463 | 1 | < 0.1% |
| 2464 | 1 | < 0.1% |
| 2465 | 1 | < 0.1% |
| 2466 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 3617 | 1 | |
| 3616 | 1 | |
| 3615 | 1 | |
| 3614 | 1 | |
| 3613 | 1 | |
| 3612 | 1 | |
| 3611 | 1 | |
| 3610 | 1 | |
| 3609 | 1 | |
| 3608 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| pref | |
|---|---|
| post |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 13824 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | pref |
|---|---|
| 2nd row | pref |
| 3rd row | pref |
| 4th row | pref |
| 5th row | pref |
Common Values
| Value | Count | Frequency (%) |
| pref | 1728 | |
| post | 1728 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| pref | 1728 | |
| post | 1728 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 3456 | |
| r | 1728 | |
| e | 1728 | |
| f | 1728 | |
| o | 1728 | |
| s | 1728 | |
| t | 1728 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13824 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 3456 | |
| r | 1728 | |
| e | 1728 | |
| f | 1728 | |
| o | 1728 | |
| s | 1728 | |
| t | 1728 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13824 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 3456 | |
| r | 1728 | |
| e | 1728 | |
| f | 1728 | |
| o | 1728 | |
| s | 1728 | |
| t | 1728 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13824 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 3456 | |
| r | 1728 | |
| e | 1728 | |
| f | 1728 | |
| o | 1728 | |
| s | 1728 | |
| t | 1728 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.3125 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.5 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 6.550935904 |
|---|---|
| Coefficient of variation (CV) | 0.5790882567 |
| Kurtosis | -1.321413394 |
| Mean | 11.3125 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.2790311589 |
| Sum | 39096 |
| Variance | 42.91476122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 324 | |
| 2 | 324 | |
| 6 | 324 | |
| 11 | 324 | |
| 12 | 324 | |
| 14 | 324 | |
| 15 | 324 | |
| 18 | 324 | |
| 19 | 324 | |
| 20 | 324 |
| Value | Count | Frequency (%) |
| 1 | 324 | |
| 2 | 324 | |
| 4 | 216 | |
| 6 | 324 | |
| 11 | 324 | |
| 12 | 324 | |
| 14 | 324 | |
| 15 | 324 | |
| 18 | 324 | |
| 19 | 324 |
| Value | Count | Frequency (%) |
| 20 | 324 | |
| 19 | 324 | |
| 18 | 324 | |
| 15 | 324 | |
| 14 | 324 | |
| 12 | 324 | |
| 11 | 324 | |
| 6 | 324 | |
| 4 | 216 | |
| 2 | 324 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| walk |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 13824 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | walk |
|---|---|
| 2nd row | walk |
| 3rd row | walk |
| 4th row | walk |
| 5th row | walk |
Common Values
| Value | Count | Frequency (%) |
| walk | 3456 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| walk | 3456 |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 3456 | |
| a | 3456 | |
| l | 3456 | |
| k | 3456 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13824 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 3456 | |
| a | 3456 | |
| l | 3456 | |
| k | 3456 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13824 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 3456 | |
| a | 3456 | |
| l | 3456 | |
| k | 3456 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13824 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 3456 | |
| a | 3456 | |
| l | 3456 | |
| k | 3456 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| ankle | |
|---|---|
| torso | |
| tricep |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.3125 |
| Min length | 5 |
Characters and Unicode
| Total characters | 18360 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ankle |
|---|---|
| 2nd row | ankle |
| 3rd row | ankle |
| 4th row | ankle |
| 5th row | ankle |
Common Values
| Value | Count | Frequency (%) |
| ankle | 1188 | |
| torso | 1188 | |
| tricep | 1080 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| ankle | 1188 | |
| torso | 1188 | |
| tricep | 1080 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2376 | |
| e | 2268 | |
| t | 2268 | |
| r | 2268 | |
| a | 1188 | |
| n | 1188 | |
| k | 1188 | |
| l | 1188 | |
| s | 1188 | |
| i | 1080 | |
| Other values (2) | 2160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18360 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2376 | |
| e | 2268 | |
| t | 2268 | |
| r | 2268 | |
| a | 1188 | |
| n | 1188 | |
| k | 1188 | |
| l | 1188 | |
| s | 1188 | |
| i | 1080 | |
| Other values (2) | 2160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18360 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 2376 | |
| e | 2268 | |
| t | 2268 | |
| r | 2268 | |
| a | 1188 | |
| n | 1188 | |
| k | 1188 | |
| l | 1188 | |
| s | 1188 | |
| i | 1080 | |
| Other values (2) | 2160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18360 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 2376 | |
| e | 2268 | |
| t | 2268 | |
| r | 2268 | |
| a | 1188 | |
| n | 1188 | |
| k | 1188 | |
| l | 1188 | |
| s | 1188 | |
| i | 1080 | |
| Other values (2) | 2160 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3456 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3456 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3456 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1152 | |
| 2 | 1152 | |
| 3 | 1152 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.401003323 |
| Minimum | -4.827109417 |
|---|---|
| Maximum | 0.701801737 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3091 |
| Negative (%) | 89.4% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -4.827109417 |
|---|---|
| 5-th percentile | -3.920822834 |
| Q1 | -1.778043274 |
| median | -1.446451982 |
| Q3 | -0.413176371 |
| 95-th percentile | 0.3403753152 |
| Maximum | 0.701801737 |
| Range | 5.528911154 |
| Interquartile range (IQR) | 1.364866903 |
Descriptive statistics
| Standard deviation | 1.226541423 |
|---|---|
| Coefficient of variation (CV) | -0.8754736006 |
| Kurtosis | 0.06162911999 |
| Mean | -1.401003323 |
| Median Absolute Deviation (MAD) | 0.6752521005 |
| Skewness | -0.7435167982 |
| Sum | -4841.867483 |
| Variance | 1.504403863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| -0.893057947 | 1 | < 0.1% |
| -1.059226216 | 1 | < 0.1% |
| -1.097652916 | 1 | < 0.1% |
| -0.933534638 | 1 | < 0.1% |
| -0.784477131 | 1 | < 0.1% |
| -0.741406409 | 1 | < 0.1% |
| -0.730889172 | 1 | < 0.1% |
| -0.81024997 | 1 | < 0.1% |
| -1.325824857 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -4.827109417 | 1 | |
| -4.817109962 | 1 | |
| -4.805212032 | 1 | |
| -4.764691012 | 1 | |
| -4.75828621 | 1 | |
| -4.755878093 | 1 | |
| -4.754398473 | 1 | |
| -4.748938779 | 1 | |
| -4.72836922 | 1 | |
| -4.718829568 | 1 |
| Value | Count | Frequency (%) |
| 0.701801737 | 1 | |
| 0.632427298 | 1 | |
| 0.537685819 | 1 | |
| 0.500023698 | 1 | |
| 0.479914461 | 1 | |
| 0.46582553 | 1 | |
| 0.459432669 | 1 | |
| 0.455298414 | 1 | |
| 0.450958495 | 1 | |
| 0.449632095 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.8781188317 |
| Minimum | -4.028787527 |
|---|---|
| Maximum | 0.88807808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2460 |
| Negative (%) | 71.2% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -4.028787527 |
|---|---|
| 5-th percentile | -3.583613621 |
| Q1 | -1.589217732 |
| median | -0.52151602 |
| Q3 | 0.0657847385 |
| 95-th percentile | 0.3774382023 |
| Maximum | 0.88807808 |
| Range | 4.916865607 |
| Interquartile range (IQR) | 1.65500247 |
Descriptive statistics
| Standard deviation | 1.218504107 |
|---|---|
| Coefficient of variation (CV) | -1.387630082 |
| Kurtosis | 0.128599021 |
| Mean | -0.8781188317 |
| Median Absolute Deviation (MAD) | 0.6611708385 |
| Skewness | -1.093858691 |
| Sum | -3034.778682 |
| Variance | 1.484752258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| -1.651258598 | 1 | < 0.1% |
| -1.732265206 | 1 | < 0.1% |
| -1.724719866 | 1 | < 0.1% |
| -1.682540978 | 1 | < 0.1% |
| -1.65433 | 1 | < 0.1% |
| -1.61988889 | 1 | < 0.1% |
| -1.720629719 | 1 | < 0.1% |
| -1.567774379 | 1 | < 0.1% |
| -1.817323221 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -4.028787527 | 1 | |
| -4.022572194 | 1 | |
| -3.985789433 | 1 | |
| -3.97780026 | 1 | |
| -3.960267861 | 1 | |
| -3.951818786 | 1 | |
| -3.948853942 | 1 | |
| -3.928817308 | 1 | |
| -3.924897476 | 1 | |
| -3.917892845 | 1 |
| Value | Count | Frequency (%) |
| 0.88807808 | 1 | |
| 0.886528445 | 1 | |
| 0.88545985 | 1 | |
| 0.878369792 | 1 | |
| 0.875834425 | 1 | |
| 0.875488165 | 1 | |
| 0.87222523 | 1 | |
| 0.870592741 | 1 | |
| 0.867282755 | 1 | |
| 0.864730425 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4602076921 |
| Minimum | -2.70376303 |
|---|---|
| Maximum | 1.021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3150 |
| Negative (%) | 91.1% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -2.70376303 |
|---|---|
| 5-th percentile | -1.282111792 |
| Q1 | -0.7110751543 |
| median | -0.295230104 |
| Q3 | -0.113110876 |
| 95-th percentile | 0.04552766225 |
| Maximum | 1.021 |
| Range | 3.72476303 |
| Interquartile range (IQR) | 0.5979642783 |
Descriptive statistics
| Standard deviation | 0.4944286297 |
|---|---|
| Coefficient of variation (CV) | -1.074359769 |
| Kurtosis | 3.428554444 |
| Mean | -0.4602076921 |
| Median Absolute Deviation (MAD) | 0.2413025125 |
| Skewness | -1.620756446 |
| Sum | -1590.477784 |
| Variance | 0.2444596698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021 | 2 | 0.1% |
| -0.159709894 | 1 | < 0.1% |
| -0.083632961 | 1 | < 0.1% |
| -0.196444418 | 1 | < 0.1% |
| -0.198754852 | 1 | < 0.1% |
| -0.297757156 | 1 | < 0.1% |
| -0.245098764 | 1 | < 0.1% |
| -0.288557265 | 1 | < 0.1% |
| -0.337660165 | 1 | < 0.1% |
| -0.254021819 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -2.70376303 | 1 | |
| -2.691593875 | 1 | |
| -2.660465027 | 1 | |
| -2.652693015 | 1 | |
| -2.612485109 | 1 | |
| -2.57975309 | 1 | |
| -2.577827929 | 1 | |
| -2.556140768 | 1 | |
| -2.540978325 | 1 | |
| -2.532944114 | 1 |
| Value | Count | Frequency (%) |
| 1.021 | 2 | |
| 1.020737211 | 1 | |
| 0.99839988 | 1 | |
| 0.467555251 | 1 | |
| 0.439400994 | 1 | |
| 0.332632253 | 1 | |
| 0.254288201 | 1 | |
| 0.237345322 | 1 | |
| 0.235786027 | 1 | |
| 0.233867959 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4382139416 |
| Minimum | 0.010335747 |
|---|---|
| Maximum | 1.021079331 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.010335747 |
|---|---|
| 5-th percentile | 0.2006933033 |
| Q1 | 0.3411149565 |
| median | 0.4126240435 |
| Q3 | 0.50812048 |
| 95-th percentile | 0.7712883865 |
| Maximum | 1.021079331 |
| Range | 1.010743584 |
| Interquartile range (IQR) | 0.1670055235 |
Descriptive statistics
| Standard deviation | 0.1653652228 |
|---|---|
| Coefficient of variation (CV) | 0.3773618479 |
| Kurtosis | 1.094776001 |
| Mean | 0.4382139416 |
| Median Absolute Deviation (MAD) | 0.0816466175 |
| Skewness | 0.7367454105 |
| Sum | 1514.467382 |
| Variance | 0.0273456569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021079331 | 2 | 0.1% |
| 0.419771405 | 1 | < 0.1% |
| 0.402616634 | 1 | < 0.1% |
| 0.401598144 | 1 | < 0.1% |
| 0.360950846 | 1 | < 0.1% |
| 0.390836547 | 1 | < 0.1% |
| 0.451791265 | 1 | < 0.1% |
| 0.396741855 | 1 | < 0.1% |
| 0.423232525 | 1 | < 0.1% |
| 0.31190957 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 0.010335747 | 1 | |
| 0.018046019 | 1 | |
| 0.02032681 | 1 | |
| 0.025290767 | 1 | |
| 0.026514086 | 1 | |
| 0.026628033 | 1 | |
| 0.027201853 | 1 | |
| 0.027360225 | 1 | |
| 0.029761161 | 1 | |
| 0.030171252 | 1 |
| Value | Count | Frequency (%) |
| 1.021079331 | 2 | |
| 1.020818531 | 1 | |
| 1.010133655 | 1 | |
| 1.006963615 | 1 | |
| 1.003861069 | 1 | |
| 0.995916231 | 1 | |
| 0.995230794 | 1 | |
| 0.994491747 | 1 | |
| 0.991953651 | 1 | |
| 0.988721501 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.221823457 |
| Minimum | -0.974377335 |
|---|---|
| Maximum | 5.063913778 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 832 |
| Negative (%) | 24.1% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -0.974377335 |
|---|---|
| 5-th percentile | -0.3684203167 |
| Q1 | 0.0579488205 |
| median | 0.8481791245 |
| Q3 | 1.768754961 |
| 95-th percentile | 4.176543371 |
| Maximum | 5.063913778 |
| Range | 6.038291113 |
| Interquartile range (IQR) | 1.710806141 |
Descriptive statistics
| Standard deviation | 1.468955164 |
|---|---|
| Coefficient of variation (CV) | 1.202264661 |
| Kurtosis | -0.2221022703 |
| Mean | 1.221823457 |
| Median Absolute Deviation (MAD) | 0.896046536 |
| Skewness | 0.8984986166 |
| Sum | 4222.621866 |
| Variance | 2.157829275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| 0.407532273 | 1 | < 0.1% |
| 0.413338007 | 1 | < 0.1% |
| 0.376541656 | 1 | < 0.1% |
| 0.493002407 | 1 | < 0.1% |
| 0.18280863 | 1 | < 0.1% |
| 0.080500236 | 1 | < 0.1% |
| 0.164908972 | 1 | < 0.1% |
| 0.269804488 | 1 | < 0.1% |
| 0.421674958 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -0.974377335 | 1 | |
| -0.972278088 | 1 | |
| -0.969264869 | 1 | |
| -0.963841114 | 1 | |
| -0.963708977 | 1 | |
| -0.96351542 | 1 | |
| -0.963180198 | 1 | |
| -0.961531413 | 1 | |
| -0.958222999 | 1 | |
| -0.956443061 | 1 |
| Value | Count | Frequency (%) |
| 5.063913778 | 1 | |
| 4.920196034 | 1 | |
| 4.903141995 | 1 | |
| 4.902766458 | 1 | |
| 4.875047503 | 1 | |
| 4.874892843 | 1 | |
| 4.870551776 | 1 | |
| 4.855354484 | 1 | |
| 4.847145674 | 1 | |
| 4.839814487 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.068817708 |
| Minimum | -1.004506448 |
|---|---|
| Maximum | 4.053109717 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 822 |
| Negative (%) | 23.8% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.004506448 |
|---|---|
| 5-th percentile | -0.391634418 |
| Q1 | 0.0306455655 |
| median | 0.689462538 |
| Q3 | 1.741794896 |
| 95-th percentile | 3.39010027 |
| Maximum | 4.053109717 |
| Range | 5.057616165 |
| Interquartile range (IQR) | 1.711149331 |
Descriptive statistics
| Standard deviation | 1.238918081 |
|---|---|
| Coefficient of variation (CV) | 1.159148162 |
| Kurtosis | -0.7007027275 |
| Mean | 1.068817708 |
| Median Absolute Deviation (MAD) | 0.8531772365 |
| Skewness | 0.6908693426 |
| Sum | 3693.833998 |
| Variance | 1.534918011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| -0.380608731 | 1 | < 0.1% |
| -0.341358441 | 1 | < 0.1% |
| -0.335079353 | 1 | < 0.1% |
| -0.325185376 | 1 | < 0.1% |
| -0.385811141 | 1 | < 0.1% |
| -0.386866822 | 1 | < 0.1% |
| -0.385540765 | 1 | < 0.1% |
| -0.36875913 | 1 | < 0.1% |
| -0.277166702 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -1.004506448 | 1 | |
| -1.003805957 | 1 | |
| -0.865619789 | 1 | |
| -0.860545879 | 1 | |
| -0.845593969 | 1 | |
| -0.844034417 | 1 | |
| -0.843875106 | 1 | |
| -0.843134202 | 1 | |
| -0.84131311 | 1 | |
| -0.829422488 | 1 |
| Value | Count | Frequency (%) |
| 4.053109717 | 1 | |
| 3.954513303 | 1 | |
| 3.935057672 | 1 | |
| 3.912594159 | 1 | |
| 3.887318647 | 1 | |
| 3.882550833 | 1 | |
| 3.874391767 | 1 | |
| 3.850202081 | 1 | |
| 3.843513692 | 1 | |
| 3.837477103 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7169106339 |
| Minimum | 0.01853458 |
|---|---|
| Maximum | 2.502130522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.01853458 |
|---|---|
| 5-th percentile | 0.3007380738 |
| Q1 | 0.4936464715 |
| median | 0.6317008855 |
| Q3 | 0.833901711 |
| 95-th percentile | 1.503911747 |
| Maximum | 2.502130522 |
| Range | 2.483595942 |
| Interquartile range (IQR) | 0.3402552395 |
Descriptive statistics
| Standard deviation | 0.371278272 |
|---|---|
| Coefficient of variation (CV) | 0.5178864065 |
| Kurtosis | 3.885379796 |
| Mean | 0.7169106339 |
| Median Absolute Deviation (MAD) | 0.1584200335 |
| Skewness | 1.751982639 |
| Sum | 2477.643151 |
| Variance | 0.1378475552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021 | 2 | 0.1% |
| 0.377922839 | 1 | < 0.1% |
| 0.542717129 | 1 | < 0.1% |
| 0.524789478 | 1 | < 0.1% |
| 0.486313697 | 1 | < 0.1% |
| 0.315241061 | 1 | < 0.1% |
| 0.309770755 | 1 | < 0.1% |
| 0.262721948 | 1 | < 0.1% |
| 0.367978303 | 1 | < 0.1% |
| 0.462866369 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 0.01853458 | 1 | |
| 0.08575033 | 1 | |
| 0.0986188 | 1 | |
| 0.106191558 | 1 | |
| 0.108880277 | 1 | |
| 0.113831982 | 1 | |
| 0.120388525 | 1 | |
| 0.134355604 | 1 | |
| 0.140853631 | 1 | |
| 0.152444409 | 1 |
| Value | Count | Frequency (%) |
| 2.502130522 | 1 | |
| 2.406745728 | 1 | |
| 2.391238863 | 1 | |
| 2.348210753 | 1 | |
| 2.347325252 | 1 | |
| 2.345786536 | 1 | |
| 2.344799342 | 1 | |
| 2.342340089 | 1 | |
| 2.335836127 | 1 | |
| 2.311089 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.750898188 |
| Minimum | 1.007775942 |
|---|---|
| Maximum | 5.887368111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.007775942 |
|---|---|
| 5-th percentile | 1.571288942 |
| Q1 | 1.729404521 |
| median | 1.89096574 |
| Q3 | 4.462704182 |
| 95-th percentile | 5.091391447 |
| Maximum | 5.887368111 |
| Range | 4.879592169 |
| Interquartile range (IQR) | 2.733299662 |
Descriptive statistics
| Standard deviation | 1.394187886 |
|---|---|
| Coefficient of variation (CV) | 0.5068118812 |
| Kurtosis | -1.29250959 |
| Mean | 2.750898188 |
| Median Absolute Deviation (MAD) | 0.232806957 |
| Skewness | 0.7295052445 |
| Sum | 9507.104137 |
| Variance | 1.94375986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021079331 | 2 | 0.1% |
| 1.757019186 | 1 | < 0.1% |
| 1.789569301 | 1 | < 0.1% |
| 1.742901006 | 1 | < 0.1% |
| 1.809137597 | 1 | < 0.1% |
| 1.711445222 | 1 | < 0.1% |
| 1.655725511 | 1 | < 0.1% |
| 1.816023926 | 1 | < 0.1% |
| 1.620865957 | 1 | < 0.1% |
| 1.956766724 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 1.007775942 | 1 | |
| 1.021079331 | 2 | |
| 1.026050538 | 1 | |
| 1.031158507 | 1 | |
| 1.03314852 | 1 | |
| 1.037310039 | 1 | |
| 1.039344103 | 1 | |
| 1.041381752 | 1 | |
| 1.046179759 | 1 | |
| 1.050860655 | 1 |
| Value | Count | Frequency (%) |
| 5.887368111 | 1 | |
| 5.780512546 | 1 | |
| 5.730606788 | 1 | |
| 5.587528485 | 1 | |
| 5.581396475 | 1 | |
| 5.547617902 | 1 | |
| 5.53588513 | 1 | |
| 5.52573925 | 1 | |
| 5.513765471 | 1 | |
| 5.501156253 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1330266542 |
| Minimum | -1.020153953 |
|---|---|
| Maximum | 1.025847833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1841 |
| Negative (%) | 53.3% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.020153953 |
|---|---|
| 5-th percentile | -1.002287683 |
| Q1 | -0.759342331 |
| median | -0.059057939 |
| Q3 | 0.240484636 |
| 95-th percentile | 0.9694280075 |
| Maximum | 1.025847833 |
| Range | 2.046001786 |
| Interquartile range (IQR) | 0.999826967 |
Descriptive statistics
| Standard deviation | 0.5889391987 |
|---|---|
| Coefficient of variation (CV) | -4.427227025 |
| Kurtosis | -0.6455398262 |
| Mean | -0.1330266542 |
| Median Absolute Deviation (MAD) | 0.30638749 |
| Skewness | -0.05009460286 |
| Sum | -459.7401171 |
| Variance | 0.3468493797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| -0.214018658 | 1 | < 0.1% |
| -0.208402678 | 1 | < 0.1% |
| -0.206109048 | 1 | < 0.1% |
| -0.198802158 | 1 | < 0.1% |
| -0.21000164 | 1 | < 0.1% |
| -0.214732878 | 1 | < 0.1% |
| -0.249805742 | 1 | < 0.1% |
| -0.250122231 | 1 | < 0.1% |
| -0.193733243 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -1.020153953 | 1 | |
| -1.017414861 | 1 | |
| -1.017100819 | 1 | |
| -1.015530732 | 1 | |
| -1.015407118 | 1 | |
| -1.015378376 | 1 | |
| -1.015227192 | 1 | |
| -1.014637854 | 1 | |
| -1.014404865 | 1 | |
| -1.014369814 | 1 |
| Value | Count | Frequency (%) |
| 1.025847833 | 1 | |
| 1.025333826 | 1 | |
| 1.025198491 | 1 | |
| 1.024949707 | 1 | |
| 1.024927175 | 1 | |
| 1.024309354 | 1 | |
| 1.024094689 | 1 | |
| 1.023827837 | 1 | |
| 1.02370537 | 1 | |
| 1.023699696 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09157161734 |
| Minimum | -1.47466907 |
|---|---|
| Maximum | 1.456620159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1528 |
| Negative (%) | 44.2% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.47466907 |
|---|---|
| 5-th percentile | -1.430262356 |
| Q1 | -0.97785479 |
| median | 0.071287555 |
| Q3 | 0.9649821897 |
| 95-th percentile | 1.374003788 |
| Maximum | 1.456620159 |
| Range | 2.931289229 |
| Interquartile range (IQR) | 1.94283698 |
Descriptive statistics
| Standard deviation | 0.959868926 |
|---|---|
| Coefficient of variation (CV) | 10.48216635 |
| Kurtosis | -1.262323465 |
| Mean | 0.09157161734 |
| Median Absolute Deviation (MAD) | 0.9055080245 |
| Skewness | -0.1831712466 |
| Sum | 316.4715095 |
| Variance | 0.9213483551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 2 | 0.1% |
| -1.003231824 | 1 | < 0.1% |
| -1.002934557 | 1 | < 0.1% |
| -1.002379545 | 1 | < 0.1% |
| -1.005154209 | 1 | < 0.1% |
| -0.993346904 | 1 | < 0.1% |
| -0.983254356 | 1 | < 0.1% |
| -0.977646418 | 1 | < 0.1% |
| -0.984844343 | 1 | < 0.1% |
| -1.004689252 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -1.47466907 | 1 | |
| -1.46933382 | 1 | |
| -1.46729389 | 1 | |
| -1.466702725 | 1 | |
| -1.465054199 | 1 | |
| -1.464752828 | 1 | |
| -1.463806141 | 1 | |
| -1.463554978 | 1 | |
| -1.462397544 | 1 | |
| -1.461929989 | 1 |
| Value | Count | Frequency (%) |
| 1.456620159 | 1 | |
| 1.456297191 | 1 | |
| 1.455549402 | 1 | |
| 1.454831426 | 1 | |
| 1.454162085 | 1 | |
| 1.453570813 | 1 | |
| 1.447759001 | 1 | |
| 1.447368355 | 1 | |
| 1.446266197 | 1 | |
| 1.444124786 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1493536536 |
| Minimum | -0.436342243 |
|---|---|
| Maximum | 1.021811893 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 342 |
| Negative (%) | 9.9% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -0.436342243 |
|---|---|
| 5-th percentile | -0.03673285925 |
| Q1 | 0.090634627 |
| median | 0.1644984445 |
| Q3 | 0.216872379 |
| 95-th percentile | 0.2970997117 |
| Maximum | 1.021811893 |
| Range | 1.458154136 |
| Interquartile range (IQR) | 0.126237752 |
Descriptive statistics
| Standard deviation | 0.1170199946 |
|---|---|
| Coefficient of variation (CV) | 0.7835094209 |
| Kurtosis | 5.285085465 |
| Mean | 0.1493536536 |
| Median Absolute Deviation (MAD) | 0.062227382 |
| Skewness | 0.2012073509 |
| Sum | 516.1662268 |
| Variance | 0.01369367914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021 | 2 | 0.1% |
| 0.103959198 | 1 | < 0.1% |
| 0.147704671 | 1 | < 0.1% |
| 0.144446555 | 1 | < 0.1% |
| 0.138993067 | 1 | < 0.1% |
| 0.087966628 | 1 | < 0.1% |
| 0.093511447 | 1 | < 0.1% |
| 0.047791803 | 1 | < 0.1% |
| 0.067931231 | 1 | < 0.1% |
| 0.06625884 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| -0.436342243 | 1 | |
| -0.268964176 | 1 | |
| -0.246645569 | 1 | |
| -0.228447763 | 1 | |
| -0.186752126 | 1 | |
| -0.182981607 | 1 | |
| -0.179636367 | 1 | |
| -0.178887065 | 1 | |
| -0.177378933 | 1 | |
| -0.174788582 | 1 |
| Value | Count | Frequency (%) |
| 1.021811893 | 1 | |
| 1.021 | 2 | |
| 1.000108841 | 1 | |
| 0.99609046 | 1 | |
| 0.743983497 | 1 | |
| 0.730958689 | 1 | |
| 0.710203848 | 1 | |
| 0.675637735 | 1 | |
| 0.664077918 | 1 | |
| 0.628644113 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.243133443 |
| Minimum | 0.980503237 |
|---|---|
| Maximum | 1.830450341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.980503237 |
|---|---|
| 5-th percentile | 1.015729508 |
| Q1 | 1.035966222 |
| median | 1.059309634 |
| Q3 | 1.602260131 |
| 95-th percentile | 1.72574442 |
| Maximum | 1.830450341 |
| Range | 0.849947104 |
| Interquartile range (IQR) | 0.566293909 |
Descriptive statistics
| Standard deviation | 0.2876750312 |
|---|---|
| Coefficient of variation (CV) | 0.2314112236 |
| Kurtosis | -1.300749499 |
| Mean | 1.243133443 |
| Median Absolute Deviation (MAD) | 0.0332564295 |
| Skewness | 0.7790612196 |
| Sum | 4296.26918 |
| Variance | 0.0827569236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021079331 | 2 | 0.1% |
| 1.060954483 | 1 | < 0.1% |
| 1.068401256 | 1 | < 0.1% |
| 1.07173828 | 1 | < 0.1% |
| 1.069968389 | 1 | < 0.1% |
| 1.043020727 | 1 | < 0.1% |
| 1.028327734 | 1 | < 0.1% |
| 1.028748249 | 1 | < 0.1% |
| 1.040095224 | 1 | < 0.1% |
| 1.063260292 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 0.980503237 | 1 | |
| 0.987136051 | 1 | |
| 0.998329828 | 1 | |
| 0.999057468 | 1 | |
| 0.999213626 | 1 | |
| 0.999330117 | 1 | |
| 0.999429135 | 1 | |
| 0.999444667 | 1 | |
| 0.999470839 | 1 | |
| 0.999564964 | 1 |
| Value | Count | Frequency (%) |
| 1.830450341 | 1 | |
| 1.823699498 | 1 | |
| 1.821967758 | 1 | |
| 1.821695545 | 1 | |
| 1.815651098 | 1 | |
| 1.812632245 | 1 | |
| 1.811709561 | 1 | |
| 1.811160433 | 1 | |
| 1.810118706 | 1 | |
| 1.807788049 | 1 |
| Distinct | 3453 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1376067407 |
| Minimum | -1.161833927 |
|---|---|
| Maximum | 1.079681071 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1855 |
| Negative (%) | 53.7% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.161833927 |
|---|---|
| 5-th percentile | -1.059332217 |
| Q1 | -0.7593054052 |
| median | -0.1042393165 |
| Q3 | 0.2530383932 |
| 95-th percentile | 0.9840077627 |
| Maximum | 1.079681071 |
| Range | 2.241514998 |
| Interquartile range (IQR) | 1.012343798 |
Descriptive statistics
| Standard deviation | 0.6086041799 |
|---|---|
| Coefficient of variation (CV) | -4.422778831 |
| Kurtosis | -0.7147682845 |
| Mean | -0.1376067407 |
| Median Absolute Deviation (MAD) | 0.3611323025 |
| Skewness | -0.04401220849 |
| Sum | -475.5688959 |
| Variance | 0.3703990478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 3 | 0.1% |
| -1.018 | 2 | 0.1% |
| -0.272878934 | 1 | < 0.1% |
| -0.161604978 | 1 | < 0.1% |
| -0.205512745 | 1 | < 0.1% |
| -0.17826131 | 1 | < 0.1% |
| -0.185179098 | 1 | < 0.1% |
| -0.170196159 | 1 | < 0.1% |
| -0.162883731 | 1 | < 0.1% |
| -0.20996524 | 1 | < 0.1% |
| Other values (3443) | 3443 |
| Value | Count | Frequency (%) |
| -1.161833927 | 1 | |
| -1.161582699 | 1 | |
| -1.153222934 | 1 | |
| -1.152002874 | 1 | |
| -1.149587101 | 1 | |
| -1.149423419 | 1 | |
| -1.148521324 | 1 | |
| -1.146281761 | 1 | |
| -1.145432351 | 1 | |
| -1.144110838 | 1 |
| Value | Count | Frequency (%) |
| 1.079681071 | 1 | |
| 1.073304792 | 1 | |
| 1.072476243 | 1 | |
| 1.071185899 | 1 | |
| 1.068756587 | 1 | |
| 1.068598938 | 1 | |
| 1.066314619 | 1 | |
| 1.065578812 | 1 | |
| 1.056004676 | 1 | |
| 1.055840195 | 1 |
| Distinct | 3453 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08006510791 |
| Minimum | -1.281278944 |
|---|---|
| Maximum | 1.282437796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1482 |
| Negative (%) | 42.9% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.281278944 |
|---|---|
| 5-th percentile | -1.229134335 |
| Q1 | -0.965053411 |
| median | 0.0582374015 |
| Q3 | 0.969917971 |
| 95-th percentile | 1.15746978 |
| Maximum | 1.282437796 |
| Range | 2.56371674 |
| Interquartile range (IQR) | 1.934971382 |
Descriptive statistics
| Standard deviation | 0.8662122792 |
|---|---|
| Coefficient of variation (CV) | 10.81884858 |
| Kurtosis | -1.360985669 |
| Mean | 0.08006510791 |
| Median Absolute Deviation (MAD) | 0.930839762 |
| Skewness | -0.2164461041 |
| Sum | 276.7050129 |
| Variance | 0.7503237127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009 | 3 | 0.1% |
| 0.158 | 2 | 0.1% |
| -1.129949448 | 1 | < 0.1% |
| -1.05782035 | 1 | < 0.1% |
| -1.036288871 | 1 | < 0.1% |
| -1.041709435 | 1 | < 0.1% |
| -1.025074147 | 1 | < 0.1% |
| -1.072743916 | 1 | < 0.1% |
| -1.034929618 | 1 | < 0.1% |
| -1.00513797 | 1 | < 0.1% |
| Other values (3443) | 3443 |
| Value | Count | Frequency (%) |
| -1.281278944 | 1 | |
| -1.279378506 | 1 | |
| -1.275704064 | 1 | |
| -1.274845206 | 1 | |
| -1.270893672 | 1 | |
| -1.270868254 | 1 | |
| -1.270645604 | 1 | |
| -1.269730509 | 1 | |
| -1.268112291 | 1 | |
| -1.267842859 | 1 |
| Value | Count | Frequency (%) |
| 1.282437796 | 1 | |
| 1.25080416 | 1 | |
| 1.250733812 | 1 | |
| 1.249296011 | 1 | |
| 1.248282049 | 1 | |
| 1.247763976 | 1 | |
| 1.247279218 | 1 | |
| 1.245090259 | 1 | |
| 1.243894105 | 1 | |
| 1.243676658 | 1 |
| Distinct | 3452 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1488976378 |
| Minimum | -0.531413331 |
|---|---|
| Maximum | 1.023487563 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 217 |
| Negative (%) | 6.3% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -0.531413331 |
|---|---|
| 5-th percentile | -0.01397036625 |
| Q1 | 0.09735692 |
| median | 0.1533786685 |
| Q3 | 0.2012030502 |
| 95-th percentile | 0.28060626 |
| Maximum | 1.023487563 |
| Range | 1.554900894 |
| Interquartile range (IQR) | 0.1038461303 |
Descriptive statistics
| Standard deviation | 0.1059193107 |
|---|---|
| Coefficient of variation (CV) | 0.7113565551 |
| Kurtosis | 10.09755941 |
| Mean | 0.1488976378 |
| Median Absolute Deviation (MAD) | 0.051850261 |
| Skewness | 1.119197445 |
| Sum | 514.5902364 |
| Variance | 0.01121890038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021 | 3 | 0.1% |
| 0.132 | 2 | 0.1% |
| 0.147 | 2 | 0.1% |
| -0.012175271 | 1 | < 0.1% |
| 0.063275058 | 1 | < 0.1% |
| 0.130846971 | 1 | < 0.1% |
| 0.100909807 | 1 | < 0.1% |
| 0.103813304 | 1 | < 0.1% |
| 0.067531502 | 1 | < 0.1% |
| 0.080074762 | 1 | < 0.1% |
| Other values (3442) | 3442 |
| Value | Count | Frequency (%) |
| -0.531413331 | 1 | |
| -0.216660067 | 1 | |
| -0.209580395 | 1 | |
| -0.135879178 | 1 | |
| -0.135 | 1 | |
| -0.130650679 | 1 | |
| -0.121974295 | 1 | |
| -0.120848168 | 1 | |
| -0.120612753 | 1 | |
| -0.118124743 | 1 |
| Value | Count | Frequency (%) |
| 1.023487563 | 1 | < 0.1% |
| 1.021 | 3 | |
| 1.000328598 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 0.845241839 | 1 | < 0.1% |
| 0.747526417 | 1 | < 0.1% |
| 0.716101163 | 1 | < 0.1% |
| 0.714478471 | 1 | < 0.1% |
| 0.695560329 | 1 | < 0.1% |
| 0.667876346 | 1 | < 0.1% |
| Distinct | 3453 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.130510088 |
| Minimum | 0.928176204 |
|---|---|
| Maximum | 1.593939236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.928176204 |
|---|---|
| 5-th percentile | 1.00100991 |
| Q1 | 1.041402033 |
| median | 1.090072383 |
| Q3 | 1.226127638 |
| 95-th percentile | 1.350772233 |
| Maximum | 1.593939236 |
| Range | 0.665763032 |
| Interquartile range (IQR) | 0.1847256052 |
Descriptive statistics
| Standard deviation | 0.1173712218 |
|---|---|
| Coefficient of variation (CV) | 0.1038214723 |
| Kurtosis | -0.07300135935 |
| Mean | 1.130510088 |
| Median Absolute Deviation (MAD) | 0.0625255065 |
| Skewness | 0.8899874201 |
| Sum | 3907.042863 |
| Variance | 0.01377600371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.021079331 | 3 | 0.1% |
| 1.03861061 | 2 | 0.1% |
| 1.253169626 | 1 | < 0.1% |
| 1.122544986 | 1 | < 0.1% |
| 1.127916434 | 1 | < 0.1% |
| 1.128673457 | 1 | < 0.1% |
| 1.10690776 | 1 | < 0.1% |
| 1.121649138 | 1 | < 0.1% |
| 1.06946174 | 1 | < 0.1% |
| 1.051883139 | 1 | < 0.1% |
| Other values (3443) | 3443 |
| Value | Count | Frequency (%) |
| 0.928176204 | 1 | |
| 0.930062532 | 1 | |
| 0.932996766 | 1 | |
| 0.935908178 | 1 | |
| 0.936426701 | 1 | |
| 0.939249588 | 1 | |
| 0.940674872 | 1 | |
| 0.942529849 | 1 | |
| 0.944447934 | 1 | |
| 0.944808825 | 1 |
| Value | Count | Frequency (%) |
| 1.593939236 | 1 | |
| 1.564029559 | 1 | |
| 1.551314734 | 1 | |
| 1.52426336 | 1 | |
| 1.516609277 | 1 | |
| 1.512448863 | 1 | |
| 1.507834705 | 1 | |
| 1.506918324 | 1 | |
| 1.501616006 | 1 | |
| 1.500051573 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.506261441 |
| Minimum | 1.43 × 10-17 |
|---|---|
| Maximum | 1.181908822 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.43 × 10-17 |
|---|---|
| 5-th percentile | 0.1520950317 |
| Q1 | 0.2283321865 |
| median | 0.3471699565 |
| Q3 | 0.936091235 |
| 95-th percentile | 1.059967204 |
| Maximum | 1.181908822 |
| Range | 1.181908822 |
| Interquartile range (IQR) | 0.7077590485 |
Descriptive statistics
| Standard deviation | 0.344131259 |
|---|---|
| Coefficient of variation (CV) | 0.6797500878 |
| Kurtosis | -1.28029039 |
| Mean | 0.506261441 |
| Median Absolute Deviation (MAD) | 0.1536906895 |
| Skewness | 0.6185299053 |
| Sum | 1749.63954 |
| Variance | 0.1184263234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.43 × 10-17 | 2 | 0.1% |
| 0.228310765 | 1 | < 0.1% |
| 0.242844918 | 1 | < 0.1% |
| 0.257669748 | 1 | < 0.1% |
| 0.25102115 | 1 | < 0.1% |
| 0.191861652 | 1 | < 0.1% |
| 0.162657937 | 1 | < 0.1% |
| 0.187886139 | 1 | < 0.1% |
| 0.188774615 | 1 | < 0.1% |
| 0.276757072 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 1.43 × 10-17 | 2 | |
| 0.000737979 | 1 | |
| 0.001011259 | 1 | |
| 0.004470101 | 1 | |
| 0.006570841 | 1 | |
| 0.007203123 | 1 | |
| 0.007765657 | 1 | |
| 0.008429703 | 1 | |
| 0.00870156 | 1 | |
| 0.008800026 | 1 |
| Value | Count | Frequency (%) |
| 1.181908822 | 1 | |
| 1.171883633 | 1 | |
| 1.164388223 | 1 | |
| 1.161991052 | 1 | |
| 1.158730491 | 1 | |
| 1.154804398 | 1 | |
| 1.153301638 | 1 | |
| 1.151589657 | 1 | |
| 1.1514616 | 1 | |
| 1.151405335 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.417770486 |
| Minimum | 1.4 × 10-17 |
|---|---|
| Maximum | 0.895886883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.4 × 10-17 |
|---|---|
| 5-th percentile | 0.1741911437 |
| Q1 | 0.2525500338 |
| median | 0.320688511 |
| Q3 | 0.6492837785 |
| 95-th percentile | 0.8121452925 |
| Maximum | 0.895886883 |
| Range | 0.895886883 |
| Interquartile range (IQR) | 0.3967337448 |
Descriptive statistics
| Standard deviation | 0.2238654558 |
|---|---|
| Coefficient of variation (CV) | 0.5358575182 |
| Kurtosis | -1.017245841 |
| Mean | 0.417770486 |
| Median Absolute Deviation (MAD) | 0.103481347 |
| Skewness | 0.5811532813 |
| Sum | 1443.8148 |
| Variance | 0.0501157423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.739587919 | 1 | < 0.1% |
| 0.312999132 | 1 | < 0.1% |
| 0.308168174 | 1 | < 0.1% |
| 0.317931864 | 1 | < 0.1% |
| 0.321240094 | 1 | < 0.1% |
| 0.327039969 | 1 | < 0.1% |
| 0.309325774 | 1 | < 0.1% |
| 0.31044233 | 1 | < 0.1% |
| 0.296071762 | 1 | < 0.1% |
| 0.380015221 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 1.4 × 10-17 | 1 | |
| 1.43 × 10-17 | 1 | |
| 0.000424595 | 1 | |
| 0.000944453 | 1 | |
| 0.003523471 | 1 | |
| 0.004056559 | 1 | |
| 0.004353521 | 1 | |
| 0.004545071 | 1 | |
| 0.005942476 | 1 | |
| 0.006061375 | 1 |
| Value | Count | Frequency (%) |
| 0.895886883 | 1 | |
| 0.893250604 | 1 | |
| 0.890902957 | 1 | |
| 0.8901709 | 1 | |
| 0.889680214 | 1 | |
| 0.889028423 | 1 | |
| 0.888423335 | 1 | |
| 0.886509071 | 1 | |
| 0.882655559 | 1 | |
| 0.882592446 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2054276404 |
| Minimum | 5.33 × 10-16 |
|---|---|
| Maximum | 0.792401213 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 5.33 × 10-16 |
|---|---|
| 5-th percentile | 0.0947329495 |
| Q1 | 0.1262035208 |
| median | 0.171391572 |
| Q3 | 0.2437756377 |
| 95-th percentile | 0.444188151 |
| Maximum | 0.792401213 |
| Range | 0.792401213 |
| Interquartile range (IQR) | 0.117572117 |
Descriptive statistics
| Standard deviation | 0.1186387277 |
|---|---|
| Coefficient of variation (CV) | 0.5775207632 |
| Kurtosis | 4.526267171 |
| Mean | 0.2054276404 |
| Median Absolute Deviation (MAD) | 0.051545379 |
| Skewness | 1.894198897 |
| Sum | 709.9579253 |
| Variance | 0.0140751477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.357869251 | 1 | < 0.1% |
| 0.138760174 | 1 | < 0.1% |
| 0.120254712 | 1 | < 0.1% |
| 0.131326215 | 1 | < 0.1% |
| 0.120039867 | 1 | < 0.1% |
| 0.118202678 | 1 | < 0.1% |
| 0.10314443 | 1 | < 0.1% |
| 0.103307613 | 1 | < 0.1% |
| 0.116924727 | 1 | < 0.1% |
| 0.122104077 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 5.33 × 10-16 | 1 | |
| 5.35 × 10-16 | 1 | |
| 0.000442148 | 1 | |
| 0.001304643 | 1 | |
| 0.004452579 | 1 | |
| 0.00668332 | 1 | |
| 0.007483296 | 1 | |
| 0.007900018 | 1 | |
| 0.008629642 | 1 | |
| 0.008818629 | 1 |
| Value | Count | Frequency (%) |
| 0.792401213 | 1 | |
| 0.785376608 | 1 | |
| 0.784595752 | 1 | |
| 0.769032206 | 1 | |
| 0.761522907 | 1 | |
| 0.760706033 | 1 | |
| 0.759625073 | 1 | |
| 0.757922974 | 1 | |
| 0.755149593 | 1 | |
| 0.752826515 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5277571896 |
| Minimum | 4.97 × 10-16 |
|---|---|
| Maximum | 1.116513805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 4.97 × 10-16 |
|---|---|
| 5-th percentile | 0.2504392365 |
| Q1 | 0.3292679305 |
| median | 0.3829454745 |
| Q3 | 0.86518539 |
| 95-th percentile | 0.9714249485 |
| Maximum | 1.116513805 |
| Range | 1.116513805 |
| Interquartile range (IQR) | 0.5359174595 |
Descriptive statistics
| Standard deviation | 0.2803373338 |
|---|---|
| Coefficient of variation (CV) | 0.5311861957 |
| Kurtosis | -1.183366127 |
| Mean | 0.5277571896 |
| Median Absolute Deviation (MAD) | 0.084007146 |
| Skewness | 0.5097789635 |
| Sum | 1823.928847 |
| Variance | 0.07858902072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.802702515 | 1 | < 0.1% |
| 0.323579542 | 1 | < 0.1% |
| 0.31301258 | 1 | < 0.1% |
| 0.322688565 | 1 | < 0.1% |
| 0.323859004 | 1 | < 0.1% |
| 0.329200843 | 1 | < 0.1% |
| 0.311333841 | 1 | < 0.1% |
| 0.323213158 | 1 | < 0.1% |
| 0.303672643 | 1 | < 0.1% |
| 0.395773951 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 4.97 × 10-16 | 1 | |
| 4.99 × 10-16 | 1 | |
| 0.000399589 | 1 | |
| 0.001311176 | 1 | |
| 0.002760577 | 1 | |
| 0.004074924 | 1 | |
| 0.004545162 | 1 | |
| 0.006299593 | 1 | |
| 0.007082634 | 1 | |
| 0.007475404 | 1 |
| Value | Count | Frequency (%) |
| 1.116513805 | 1 | |
| 1.116499992 | 1 | |
| 1.11170705 | 1 | |
| 1.109656483 | 1 | |
| 1.107006023 | 1 | |
| 1.104095589 | 1 | |
| 1.100807311 | 1 | |
| 1.096349208 | 1 | |
| 1.096220861 | 1 | |
| 1.09232205 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3746927032 |
| Minimum | 2.06 × 10-34 |
|---|---|
| Maximum | 1.396908463 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 2.06 × 10-34 |
|---|---|
| 5-th percentile | 0.023132899 |
| Q1 | 0.05213558725 |
| median | 0.1205269805 |
| Q3 | 0.8762668002 |
| 95-th percentile | 1.123530487 |
| Maximum | 1.396908463 |
| Range | 1.396908463 |
| Interquartile range (IQR) | 0.824131213 |
Descriptive statistics
| Standard deviation | 0.4272243489 |
|---|---|
| Coefficient of variation (CV) | 1.140199276 |
| Kurtosis | -1.054073226 |
| Mean | 0.3746927032 |
| Median Absolute Deviation (MAD) | 0.0851548215 |
| Skewness | 0.8534893348 |
| Sum | 1294.937982 |
| Variance | 0.1825206443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.06 × 10-34 | 2 | 0.1% |
| 0.052125805 | 1 | < 0.1% |
| 0.058973654 | 1 | < 0.1% |
| 0.066393699 | 1 | < 0.1% |
| 0.063011618 | 1 | < 0.1% |
| 0.036810894 | 1 | < 0.1% |
| 0.026457605 | 1 | < 0.1% |
| 0.035301201 | 1 | < 0.1% |
| 0.035635855 | 1 | < 0.1% |
| 0.076594477 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 2.06 × 10-34 | 2 | |
| 5.45 × 10-7 | 1 | |
| 1.02 × 10-6 | 1 | |
| 2 × 10-5 | 1 | |
| 4.32 × 10-5 | 1 | |
| 5.19 × 10-5 | 1 | |
| 6.03 × 10-5 | 1 | |
| 7.11 × 10-5 | 1 | |
| 7.57 × 10-5 | 1 | |
| 7.74 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 1.396908463 | 1 | |
| 1.373311249 | 1 | |
| 1.355799934 | 1 | |
| 1.350223204 | 1 | |
| 1.342656351 | 1 | |
| 1.333573197 | 1 | |
| 1.330104667 | 1 | |
| 1.326158738 | 1 | |
| 1.325863817 | 1 | |
| 1.325734246 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2246334202 |
| Minimum | 1.96 × 10-34 |
|---|---|
| Maximum | 0.802613307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.96 × 10-34 |
|---|---|
| 5-th percentile | 0.03034259975 |
| Q1 | 0.06378152225 |
| median | 0.1028411215 |
| Q3 | 0.4215694255 |
| 95-th percentile | 0.6595799765 |
| Maximum | 0.802613307 |
| Range | 0.802613307 |
| Interquartile range (IQR) | 0.3577879033 |
Descriptive statistics
| Standard deviation | 0.2198713073 |
|---|---|
| Coefficient of variation (CV) | 0.9788005148 |
| Kurtosis | -0.5451108495 |
| Mean | 0.2246334202 |
| Median Absolute Deviation (MAD) | 0.0579415905 |
| Skewness | 0.9685551588 |
| Sum | 776.3331001 |
| Variance | 0.04834339178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.54699029 | 1 | < 0.1% |
| 0.097968457 | 1 | < 0.1% |
| 0.094967623 | 1 | < 0.1% |
| 0.10108067 | 1 | < 0.1% |
| 0.103195198 | 1 | < 0.1% |
| 0.106955141 | 1 | < 0.1% |
| 0.095682435 | 1 | < 0.1% |
| 0.09637444 | 1 | < 0.1% |
| 0.087658488 | 1 | < 0.1% |
| 0.144411568 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 1.96 × 10-34 | 1 | |
| 2.06 × 10-34 | 1 | |
| 1.8 × 10-7 | 1 | |
| 8.92 × 10-7 | 1 | |
| 1.24 × 10-5 | 1 | |
| 1.65 × 10-5 | 1 | |
| 1.9 × 10-5 | 1 | |
| 2.07 × 10-5 | 1 | |
| 3.53 × 10-5 | 1 | |
| 3.67 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 0.802613307 | 1 | |
| 0.797896642 | 1 | |
| 0.793708079 | 1 | |
| 0.792404231 | 1 | |
| 0.791530883 | 1 | |
| 0.790371536 | 1 | |
| 0.789296022 | 1 | |
| 0.785898333 | 1 | |
| 0.779080836 | 1 | |
| 0.778969426 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05627159051 |
| Minimum | 2.84 × 10-31 |
|---|---|
| Maximum | 0.627899683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 2.84 × 10-31 |
|---|---|
| 5-th percentile | 0.0089743345 |
| Q1 | 0.0159273305 |
| median | 0.029375071 |
| Q3 | 0.0594265685 |
| 95-th percentile | 0.197303205 |
| Maximum | 0.627899683 |
| Range | 0.627899683 |
| Interquartile range (IQR) | 0.043499238 |
Descriptive statistics
| Standard deviation | 0.07914807861 |
|---|---|
| Coefficient of variation (CV) | 1.40653708 |
| Kurtosis | 16.40424924 |
| Mean | 0.05627159051 |
| Median Absolute Deviation (MAD) | 0.0159412765 |
| Skewness | 3.654687356 |
| Sum | 194.4746168 |
| Variance | 0.006264418347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.128070401 | 1 | < 0.1% |
| 0.019254386 | 1 | < 0.1% |
| 0.014461196 | 1 | < 0.1% |
| 0.017246575 | 1 | < 0.1% |
| 0.01440957 | 1 | < 0.1% |
| 0.013971873 | 1 | < 0.1% |
| 0.010638773 | 1 | < 0.1% |
| 0.010672463 | 1 | < 0.1% |
| 0.013671392 | 1 | < 0.1% |
| 0.014909406 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 2.84 × 10-31 | 1 | |
| 2.86 × 10-31 | 1 | |
| 1.95 × 10-7 | 1 | |
| 1.7 × 10-6 | 1 | |
| 1.98 × 10-5 | 1 | |
| 4.47 × 10-5 | 1 | |
| 5.6 × 10-5 | 1 | |
| 6.24 × 10-5 | 1 | |
| 7.45 × 10-5 | 1 | |
| 7.78 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 0.627899683 | 1 | |
| 0.616816417 | 1 | |
| 0.615590494 | 1 | |
| 0.591410535 | 1 | |
| 0.579917139 | 1 | |
| 0.578673668 | 1 | |
| 0.577030251 | 1 | |
| 0.574447235 | 1 | |
| 0.570250908 | 1 | |
| 0.566747761 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.357093932 |
| Minimum | 2.47 × 10-31 |
|---|---|
| Maximum | 1.246603077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 2.47 × 10-31 |
|---|---|
| 5-th percentile | 0.06271981475 |
| Q1 | 0.1084173715 |
| median | 0.1466472535 |
| Q3 | 0.7485457638 |
| 95-th percentile | 0.9436664308 |
| Maximum | 1.246603077 |
| Range | 1.246603077 |
| Interquartile range (IQR) | 0.6401283923 |
Descriptive statistics
| Standard deviation | 0.3410198841 |
|---|---|
| Coefficient of variation (CV) | 0.9549864996 |
| Kurtosis | -1.071110358 |
| Mean | 0.357093932 |
| Median Absolute Deviation (MAD) | 0.0593842955 |
| Skewness | 0.8060451471 |
| Sum | 1234.116629 |
| Variance | 0.1162945614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.644331327 | 1 | < 0.1% |
| 0.10470372 | 1 | < 0.1% |
| 0.097976875 | 1 | < 0.1% |
| 0.10412791 | 1 | < 0.1% |
| 0.104884655 | 1 | < 0.1% |
| 0.108373195 | 1 | < 0.1% |
| 0.096928761 | 1 | < 0.1% |
| 0.104466746 | 1 | < 0.1% |
| 0.092217074 | 1 | < 0.1% |
| 0.15663702 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 2.47 × 10-31 | 1 | |
| 2.49 × 10-31 | 1 | |
| 1.6 × 10-7 | 1 | |
| 1.72 × 10-6 | 1 | |
| 7.62 × 10-6 | 1 | |
| 1.66 × 10-5 | 1 | |
| 2.07 × 10-5 | 1 | |
| 3.97 × 10-5 | 1 | |
| 5.02 × 10-5 | 1 | |
| 5.59 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 1.246603077 | 1 | |
| 1.246572233 | 1 | |
| 1.235892566 | 1 | |
| 1.231337511 | 1 | |
| 1.225462334 | 1 | |
| 1.21902707 | 1 | |
| 1.211776737 | 1 | |
| 1.201981586 | 1 | |
| 1.201700176 | 1 | |
| 1.193167461 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.622826779 |
| Minimum | 9.89 × 10-17 |
|---|---|
| Maximum | 6.666338717 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 9.89 × 10-17 |
|---|---|
| 5-th percentile | 0.81763299 |
| Q1 | 1.15990248 |
| median | 1.443940929 |
| Q3 | 5.173270643 |
| 95-th percentile | 5.826767871 |
| Maximum | 6.666338717 |
| Range | 6.666338717 |
| Interquartile range (IQR) | 4.013368162 |
Descriptive statistics
| Standard deviation | 1.989585977 |
|---|---|
| Coefficient of variation (CV) | 0.7585655267 |
| Kurtosis | -1.333090693 |
| Mean | 2.622826779 |
| Median Absolute Deviation (MAD) | 0.454647667 |
| Skewness | 0.7008818346 |
| Sum | 9064.489349 |
| Variance | 3.958452361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.89 × 10-17 | 2 | 0.1% |
| 1.300590219 | 1 | < 0.1% |
| 1.472564223 | 1 | < 0.1% |
| 1.474194571 | 1 | < 0.1% |
| 1.426537045 | 1 | < 0.1% |
| 0.967285761 | 1 | < 0.1% |
| 0.821906645 | 1 | < 0.1% |
| 0.895798144 | 1 | < 0.1% |
| 1.080054458 | 1 | < 0.1% |
| 1.747499815 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 9.89 × 10-17 | 2 | |
| 0.005204335 | 1 | |
| 0.006921618 | 1 | |
| 0.044485336 | 1 | |
| 0.048124266 | 1 | |
| 0.049396577 | 1 | |
| 0.063240323 | 1 | |
| 0.067451082 | 1 | |
| 0.068011969 | 1 | |
| 0.070637054 | 1 |
| Value | Count | Frequency (%) |
| 6.666338717 | 1 | |
| 6.65757025 | 1 | |
| 6.615320995 | 1 | |
| 6.522590634 | 1 | |
| 6.504202464 | 1 | |
| 6.473618518 | 1 | |
| 6.457535947 | 1 | |
| 6.433937902 | 1 | |
| 6.422453477 | 1 | |
| 6.420241544 | 1 |
| Distinct | 3455 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.946936539 |
| Minimum | 9.89 × 10-17 |
|---|---|
| Maximum | 4.32879766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 9.89 × 10-17 |
|---|---|
| 5-th percentile | 0.9112766203 |
| Q1 | 1.22559386 |
| median | 1.468542001 |
| Q3 | 2.912041496 |
| 95-th percentile | 3.73932177 |
| Maximum | 4.32879766 |
| Range | 4.32879766 |
| Interquartile range (IQR) | 1.686447636 |
Descriptive statistics
| Standard deviation | 0.9927003076 |
|---|---|
| Coefficient of variation (CV) | 0.5098781021 |
| Kurtosis | -0.9013313957 |
| Mean | 1.946936539 |
| Median Absolute Deviation (MAD) | 0.3710354635 |
| Skewness | 0.6567203346 |
| Sum | 6728.61268 |
| Variance | 0.9854539007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.89 × 10-17 | 2 | 0.1% |
| 1.270649867 | 1 | < 0.1% |
| 1.390906764 | 1 | < 0.1% |
| 1.389640514 | 1 | < 0.1% |
| 1.357355601 | 1 | < 0.1% |
| 1.268518859 | 1 | < 0.1% |
| 1.233022069 | 1 | < 0.1% |
| 1.335088954 | 1 | < 0.1% |
| 1.199015248 | 1 | < 0.1% |
| 1.540156518 | 1 | < 0.1% |
| Other values (3445) | 3445 |
| Value | Count | Frequency (%) |
| 9.89 × 10-17 | 2 | |
| 0.003469872 | 1 | |
| 0.003681173 | 1 | |
| 0.022074186 | 1 | |
| 0.023201353 | 1 | |
| 0.02485512 | 1 | |
| 0.038036105 | 1 | |
| 0.040834975 | 1 | |
| 0.044418542 | 1 | |
| 0.046914754 | 1 |
| Value | Count | Frequency (%) |
| 4.32879766 | 1 | |
| 4.32559803 | 1 | |
| 4.290260776 | 1 | |
| 4.269340437 | 1 | |
| 4.259072761 | 1 | |
| 4.258579655 | 1 | |
| 4.255352683 | 1 | |
| 4.239929485 | 1 | |
| 4.232022738 | 1 | |
| 4.220980755 | 1 |
| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.177118326 |
| Minimum | 1.33 × 10-15 |
|---|---|
| Maximum | 4.506592927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.33 × 10-15 |
|---|---|
| 5-th percentile | 0.4707159363 |
| Q1 | 0.6396746362 |
| median | 0.936859176 |
| Q3 | 1.451231893 |
| 95-th percentile | 2.697938314 |
| Maximum | 4.506592927 |
| Range | 4.506592927 |
| Interquartile range (IQR) | 0.8115572563 |
Descriptive statistics
| Standard deviation | 0.761665885 |
|---|---|
| Coefficient of variation (CV) | 0.647059746 |
| Kurtosis | 2.98524083 |
| Mean | 1.177118326 |
| Median Absolute Deviation (MAD) | 0.3392196115 |
| Skewness | 1.669672841 |
| Sum | 4068.120934 |
| Variance | 0.5801349203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.904100893 | 1 | < 0.1% |
| 0.742059928 | 1 | < 0.1% |
| 0.62635009 | 1 | < 0.1% |
| 0.721233896 | 1 | < 0.1% |
| 0.685068549 | 1 | < 0.1% |
| 0.612998218 | 1 | < 0.1% |
| 0.55486952 | 1 | < 0.1% |
| 0.551279213 | 1 | < 0.1% |
| 0.705638468 | 1 | < 0.1% |
| 0.716888188 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 1.33 × 10-15 | 1 | |
| 2 × 10-15 | 1 | |
| 0.004131844 | 1 | |
| 0.005212777 | 1 | |
| 0.037337185 | 1 | |
| 0.043017739 | 1 | |
| 0.043482666 | 1 | |
| 0.048132973 | 1 | |
| 0.049260466 | 1 | |
| 0.050081425 | 1 |
| Value | Count | Frequency (%) |
| 4.506592927 | 1 | |
| 4.465015371 | 1 | |
| 4.354680058 | 1 | |
| 4.320707833 | 1 | |
| 4.281921667 | 1 | |
| 4.258541144 | 1 | |
| 4.251865776 | 1 | |
| 4.245145015 | 1 | |
| 4.233267866 | 1 | |
| 4.230806612 | 1 |
range_abs
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 3456 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.312684246 |
| Minimum | 1.33 × 10-15 |
|---|---|
| Maximum | 5.26068796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.33 × 10-15 |
|---|---|
| 5-th percentile | 1.086815733 |
| Q1 | 1.335520113 |
| median | 1.56624996 |
| Q3 | 3.886833256 |
| 95-th percentile | 4.547775096 |
| Maximum | 5.26068796 |
| Range | 5.26068796 |
| Interquartile range (IQR) | 2.551313143 |
Descriptive statistics
| Standard deviation | 1.343370393 |
|---|---|
| Coefficient of variation (CV) | 0.5808706463 |
| Kurtosis | -1.220110183 |
| Mean | 2.312684246 |
| Median Absolute Deviation (MAD) | 0.3369707995 |
| Skewness | 0.6426532614 |
| Sum | 7992.636754 |
| Variance | 1.804644012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.741608044 | 1 | < 0.1% |
| 1.355881556 | 1 | < 0.1% |
| 1.386952667 | 1 | < 0.1% |
| 1.341302863 | 1 | < 0.1% |
| 1.448186751 | 1 | < 0.1% |
| 1.320608675 | 1 | < 0.1% |
| 1.203934246 | 1 | < 0.1% |
| 1.419282071 | 1 | < 0.1% |
| 1.197633432 | 1 | < 0.1% |
| 1.644857155 | 1 | < 0.1% |
| Other values (3446) | 3446 |
| Value | Count | Frequency (%) |
| 1.33 × 10-15 | 1 | |
| 2 × 10-15 | 1 | |
| 0.003914873 | 1 | |
| 0.005232008 | 1 | |
| 0.021024852 | 1 | |
| 0.026184905 | 1 | |
| 0.044113309 | 1 | |
| 0.046890005 | 1 | |
| 0.048588538 | 1 | |
| 0.058668652 | 1 |
| Value | Count | Frequency (%) |
| 5.26068796 | 1 | |
| 5.200503781 | 1 | |
| 5.176048896 | 1 | |
| 5.167215153 | 1 | |
| 5.166373961 | 1 | |
| 5.132038074 | 1 | |
| 5.111864556 | 1 | |
| 5.088400341 | 1 | |
| 5.071547359 | 1 | |
| 5.070754142 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | fatigue status | subject id | activity | position | order of time | min_x | min_y | min_z | min_abs | max_x | max_y | max_z | max_abs | average_x | average_y | average_z | average_abs | median_x | median_y | median_z | median_abs | std_x | std_y | std_z | std_abs | var_x | var_y | var_z | var_abs | range_x | range_y | range_z | range_abs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | pref | 1 | walk | ankle | 1 | -1.666586 | -3.369942 | -1.004515 | 0.543995 | 3.529510 | 0.133768 | 0.899586 | 4.285603 | -0.219868 | -1.333620 | -0.036678 | 1.604442 | -0.272879 | -1.129949 | -0.012175 | 1.253170 | 0.846181 | 0.739588 | 0.357869 | 0.802703 | 0.716021 | 0.546990 | 0.128070 | 0.644331 | 5.196096 | 3.503710 | 1.904101 | 3.741608 |
| 1 | 1 | pref | 1 | walk | ankle | 1 | -1.719703 | -3.467588 | -1.201145 | 0.639574 | 3.741023 | 0.042868 | 0.959449 | 4.551759 | -0.217683 | -1.412366 | -0.041082 | 1.708210 | -0.293303 | -1.200664 | -0.007178 | 1.323875 | 0.941959 | 0.774067 | 0.410574 | 0.883193 | 0.887288 | 0.599179 | 0.168571 | 0.780031 | 5.460726 | 3.510456 | 2.160594 | 3.912185 |
| 2 | 2 | pref | 1 | walk | ankle | 1 | -1.787620 | -3.527154 | -1.160556 | 0.648391 | 3.729927 | 0.060303 | 0.913621 | 4.548308 | -0.199166 | -1.430649 | -0.027728 | 1.726646 | -0.279804 | -1.211285 | -0.010637 | 1.337642 | 0.967384 | 0.784440 | 0.395116 | 0.901268 | 0.935832 | 0.615346 | 0.156117 | 0.812283 | 5.517546 | 3.587457 | 2.074177 | 3.899917 |
| 3 | 3 | pref | 1 | walk | ankle | 1 | -1.795576 | -3.502021 | -1.111818 | 0.645545 | 3.954491 | 0.111993 | 0.920629 | 4.724261 | -0.198807 | -1.427603 | -0.037922 | 1.724429 | -0.271068 | -1.207968 | -0.017982 | 1.328807 | 0.969760 | 0.783312 | 0.386223 | 0.898690 | 0.940434 | 0.613578 | 0.149168 | 0.807644 | 5.750066 | 3.614015 | 2.032447 | 4.078716 |
| 4 | 4 | pref | 1 | walk | ankle | 1 | -1.756625 | -3.475091 | -1.153110 | 0.633805 | 3.684966 | 0.023153 | 0.933295 | 4.511043 | -0.204406 | -1.440369 | -0.038216 | 1.736274 | -0.287479 | -1.222287 | -0.012045 | 1.345195 | 0.958411 | 0.793327 | 0.413299 | 0.906142 | 0.918551 | 0.629367 | 0.170816 | 0.821093 | 5.441591 | 3.498245 | 2.086405 | 3.877238 |
| 5 | 5 | pref | 1 | walk | ankle | 1 | -1.752315 | -3.515573 | -1.060342 | 0.673062 | 3.747448 | 0.048114 | 0.905519 | 4.543534 | -0.199190 | -1.433686 | -0.027997 | 1.727025 | -0.285080 | -1.215481 | -0.005239 | 1.325097 | 0.956931 | 0.790325 | 0.400588 | 0.901785 | 0.915716 | 0.624614 | 0.160471 | 0.813215 | 5.499763 | 3.563687 | 1.965861 | 3.870472 |
| 6 | 6 | pref | 1 | walk | ankle | 1 | -1.752073 | -3.495058 | -1.091014 | 0.664770 | 3.664838 | 0.000464 | 0.920489 | 4.467606 | -0.200563 | -1.417882 | -0.032864 | 1.717661 | -0.280294 | -1.194709 | -0.018843 | 1.323432 | 0.952185 | 0.794497 | 0.407440 | 0.896841 | 0.906656 | 0.631225 | 0.166008 | 0.804325 | 5.416911 | 3.495521 | 2.011502 | 3.802836 |
| 7 | 7 | pref | 1 | walk | ankle | 1 | -1.748664 | -3.505211 | -1.056185 | 0.684067 | 3.705110 | 0.053036 | 0.916215 | 4.499726 | -0.195799 | -1.435344 | -0.032727 | 1.730440 | -0.263506 | -1.215680 | -0.003667 | 1.331098 | 0.964436 | 0.788390 | 0.396425 | 0.901750 | 0.930137 | 0.621558 | 0.157153 | 0.813153 | 5.453774 | 3.558246 | 1.972400 | 3.815659 |
| 8 | 8 | pref | 1 | walk | ankle | 1 | -1.721400 | -3.541905 | -1.208009 | 0.634561 | 3.699395 | 0.052631 | 1.010978 | 4.489773 | -0.190083 | -1.447356 | -0.037682 | 1.747360 | -0.264054 | -1.228391 | -0.017523 | 1.362052 | 0.964135 | 0.795525 | 0.427678 | 0.907485 | 0.929557 | 0.632860 | 0.182908 | 0.823529 | 5.420794 | 3.594535 | 2.218986 | 3.855212 |
| 9 | 9 | pref | 1 | walk | ankle | 1 | -1.735971 | -3.552481 | -1.150993 | 0.686911 | 3.778264 | 0.069409 | 0.940018 | 4.568073 | -0.169625 | -1.449857 | -0.040471 | 1.761744 | -0.264689 | -1.220049 | -0.010677 | 1.338450 | 1.018627 | 0.802149 | 0.410112 | 0.936491 | 1.037601 | 0.643443 | 0.168192 | 0.877016 | 5.514235 | 3.621890 | 2.091011 | 3.881163 |
Last rows
| df_index | fatigue status | subject id | activity | position | order of time | min_x | min_y | min_z | min_abs | max_x | max_y | max_z | max_abs | average_x | average_y | average_z | average_abs | median_x | median_y | median_z | median_abs | std_x | std_y | std_z | std_abs | var_x | var_y | var_z | var_abs | range_x | range_y | range_z | range_abs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3446 | 3608 | post | 20 | walk | tricep | 3 | -0.143086 | 0.250409 | -0.236134 | 0.323161 | 0.918941 | 1.593948 | 0.684645 | 1.663835 | 0.346679 | 0.912079 | 0.208076 | 1.025792 | 0.342747 | 0.920273 | 0.203864 | 1.028101 | 0.220044 | 0.322127 | 0.154495 | 0.345135 | 0.048420 | 0.103766 | 0.023869 | 0.119118 | 1.062028 | 1.343539 | 0.920779 | 1.340674 |
| 3447 | 3609 | post | 20 | walk | tricep | 3 | -0.249477 | 0.245157 | -0.167782 | 0.353822 | 0.882800 | 1.572868 | 0.616265 | 1.667341 | 0.338945 | 0.914901 | 0.218506 | 1.028579 | 0.313027 | 0.916501 | 0.216201 | 1.017192 | 0.208042 | 0.330202 | 0.154540 | 0.343275 | 0.043282 | 0.109033 | 0.023883 | 0.117838 | 1.132277 | 1.327712 | 0.784047 | 1.313519 |
| 3448 | 3610 | post | 20 | walk | tricep | 3 | -0.097277 | 0.273465 | -0.187803 | 0.412887 | 0.796846 | 1.584688 | 0.631313 | 1.744749 | 0.345825 | 0.919216 | 0.212804 | 1.032786 | 0.333909 | 0.922056 | 0.208028 | 1.033136 | 0.202180 | 0.323285 | 0.160379 | 0.338004 | 0.040877 | 0.104513 | 0.025721 | 0.114246 | 0.894123 | 1.311223 | 0.819116 | 1.331861 |
| 3449 | 3611 | post | 20 | walk | tricep | 3 | -0.209738 | 0.247962 | -0.097817 | 0.342086 | 0.888278 | 1.654553 | 0.673907 | 1.766519 | 0.328082 | 0.909991 | 0.236569 | 1.023028 | 0.286593 | 0.898839 | 0.226061 | 1.004668 | 0.218430 | 0.335537 | 0.150649 | 0.357824 | 0.047712 | 0.112585 | 0.022695 | 0.128038 | 1.098016 | 1.406592 | 0.771724 | 1.424433 |
| 3450 | 3612 | post | 20 | walk | tricep | 3 | -0.378738 | 0.300302 | -0.079936 | 0.387059 | 0.965441 | 1.567510 | 0.639308 | 1.644963 | 0.330892 | 0.918698 | 0.222901 | 1.028524 | 0.308121 | 0.929513 | 0.210975 | 1.018929 | 0.217848 | 0.327208 | 0.143717 | 0.347047 | 0.047458 | 0.107065 | 0.020654 | 0.120441 | 1.344179 | 1.267208 | 0.719244 | 1.257903 |
| 3451 | 3613 | post | 20 | walk | tricep | 3 | -0.262150 | 0.224147 | -0.253166 | 0.320720 | 0.990209 | 1.612614 | 0.705035 | 1.695096 | 0.336307 | 0.912568 | 0.221087 | 1.028770 | 0.302483 | 0.932607 | 0.208577 | 1.027614 | 0.230819 | 0.339418 | 0.170348 | 0.365831 | 0.053278 | 0.115205 | 0.029018 | 0.133833 | 1.252359 | 1.388467 | 0.958201 | 1.374376 |
| 3452 | 3614 | post | 20 | walk | tricep | 3 | -0.431160 | 0.214795 | -0.376729 | 0.381841 | 1.012255 | 1.610735 | 0.725222 | 1.796446 | 0.339579 | 0.920107 | 0.219721 | 1.037218 | 0.317166 | 0.917660 | 0.212901 | 1.016677 | 0.242520 | 0.320010 | 0.159424 | 0.347762 | 0.058816 | 0.102406 | 0.025416 | 0.120938 | 1.443416 | 1.395940 | 1.101951 | 1.414606 |
| 3453 | 3615 | post | 20 | walk | tricep | 3 | -0.282897 | 0.281101 | -0.289797 | 0.393997 | 0.899444 | 1.585112 | 0.700551 | 1.685965 | 0.345882 | 0.908773 | 0.213355 | 1.029319 | 0.342988 | 0.919417 | 0.207465 | 1.009299 | 0.219225 | 0.322955 | 0.170997 | 0.336238 | 0.048060 | 0.104300 | 0.029240 | 0.113056 | 1.182341 | 1.304011 | 0.990348 | 1.291968 |
| 3454 | 3616 | post | 20 | walk | tricep | 3 | -0.287144 | 0.270978 | -0.245847 | 0.413972 | 0.984511 | 1.708158 | 0.694836 | 1.804238 | 0.344236 | 0.923405 | 0.213815 | 1.043210 | 0.302068 | 0.942803 | 0.208419 | 1.041395 | 0.232219 | 0.326060 | 0.173325 | 0.344697 | 0.053926 | 0.106315 | 0.030041 | 0.118816 | 1.271655 | 1.437179 | 0.940683 | 1.390266 |
| 3455 | 3617 | post | 20 | walk | tricep | 3 | -0.263105 | 0.319489 | -0.208029 | 0.345171 | 1.086425 | 1.691910 | 0.632032 | 1.801091 | 0.323657 | 0.912310 | 0.227693 | 1.024893 | 0.295933 | 0.901240 | 0.210654 | 0.991691 | 0.237579 | 0.327659 | 0.152035 | 0.354061 | 0.056444 | 0.107361 | 0.023115 | 0.125359 | 1.349530 | 1.372421 | 0.840061 | 1.455920 |